Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "16"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 16 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 216 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 211 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 16, Node 1:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 0.00% 0.370065 -0.824006 -0.268376 -0.355439 1.923496 0.324688 -0.205742 -0.700634 0.7402 0.7229 0.2445 3.105429 3.100645
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 0.54% -0.457599 -0.579318 -1.011927 -0.705878 -0.150000 0.066848 0.430224 -0.260447 0.6629 0.6413 0.2090 2.486759 2.311512
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.336159 -0.838672 0.022318 -0.783037 -0.306307 0.922936 -1.653016 0.006173 0.0277 0.0302 0.0024 nan nan
2459591 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 10.27% -0.684888 0.396974 -1.037039 -0.089187 0.089767 0.717095 0.810465 0.887961 0.5429 0.5457 0.3026 1.990059 1.939748
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% -0.653441 0.613613 -0.740796 -0.078317 0.827835 0.673596 0.633725 1.691932 0.5466 0.5456 0.2992 2.069663 1.913586
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% -0.541303 -0.219462 -0.793208 -0.164917 -0.828138 -1.107800 -0.345437 -0.413645 0.6305 0.6091 0.2328 1.875468 1.808335
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.54% -0.401258 -0.113204 0.304265 -0.811255 0.096002 -0.441378 0.399053 0.379721 0.7301 0.6933 0.2023 4.219514 3.247825
2459587 digital_ok 0.00% - - - 4.20% 0.00% -0.363768 0.324516 0.695452 -0.170739 -0.423911 -0.839150 0.570076 0.413437 nan nan nan 1.055935 1.054050
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 2.70% 2.16% -0.512087 -0.689331 -0.538995 -0.690234 0.302467 -0.343482 0.065294 -0.089013 0.5504 0.5534 0.2904 1.961640 1.776850
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.850473 -0.412713 0.670860 -1.146370 -0.074419 -0.490875 1.059890 0.289534 0.0309 0.0316 0.0015 0.000000 0.000000
2459584 digital_ok 0.00% 30.01% 31.81% 0.00% 34.13% 0.00% -1.292584 0.356047 -0.924507 -0.770326 0.717913 -1.260746 -0.317269 -0.213985 0.4889 0.4916 0.2999 1.409154 1.355318
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 5.91% 0.00% -1.074405 0.307025 0.120876 -0.893805 1.214847 1.641248 0.192887 1.281921 0.5336 0.5315 0.3213 1.601011 1.630489
2459582 digital_ok 0.00% 1.62% 4.86% 0.00% 8.65% 0.00% -0.754424 -0.073822 -0.176047 -0.747659 1.608679 1.760475 -0.039539 0.920297 0.5316 0.5311 0.3205 1.758695 1.604717
2459581 digital_ok 0.00% 0.00% 1.08% 0.00% 4.32% 0.00% -0.566328 -0.210701 0.035944 -0.612754 1.717501 1.449369 0.807037 1.972107 0.5462 0.5439 0.3211 1.785726 1.670999
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% -0.641365 -0.139507 -0.484840 -0.520984 0.663007 1.286907 0.587178 0.913688 0.5532 0.5557 0.3166 2.033257 1.801779
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% -0.282440 0.057992 -0.076111 -0.673496 1.400141 1.677286 0.606979 2.511314 0.5493 0.5511 0.3203 1.854320 1.712552
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.701246 0.116266 -0.603355 -0.571174 0.248379 0.986156 0.723982 -0.365647 0.0299 0.0307 0.0009 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% -0.468623 -0.281692 -0.233595 -0.597529 1.081754 1.139140 0.871994 1.874694 0.5546 0.5585 0.3164 1.894841 1.744699
2459576 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459575 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.673967 -0.768201 -0.062883 -0.886065 0.675477 1.129516 -0.058634 -0.646499 0.0516 0.0475 0.0039 0.837671 0.843071
2459574 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.225696 -0.821549 -0.274652 -0.966755 0.659372 0.195961 0.964058 0.380838 0.0647 0.0615 0.0051 1.164296 1.165495
2459573 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.649105 -1.002519 -0.019669 -0.874216 1.529661 1.597955 0.956472 2.016931 0.0608 0.0577 0.0057 0.000000 0.000000
2459572 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.605275 -1.204663 -0.447858 -0.797981 0.701971 0.716799 1.407742 0.677847 0.0701 0.0561 0.0084 1.191077 1.197062
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.379806 0.205638 -0.859759 -0.572191 0.459603 1.322062 1.130137 -0.425785 0.0296 0.0286 0.0009 nan nan
2459570 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.147455 -1.631503 -0.828200 -1.968263 -0.033667 -1.089161 0.198737 -0.194295 0.0493 0.0495 0.0042 0.000000 0.000000
2459569 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.931656 -1.069797 0.000509 -0.865406 -0.349850 -0.782038 -0.117284 -0.967051 0.0701 0.0641 0.0037 1.178632 1.181158
2459566 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.569840 -0.391262 0.106578 -0.796665 0.840112 0.909447 0.771663 1.052517 0.0651 0.0609 0.0056 0.811293 0.800046
2459565 digital_ok 0.00% - - - 73.33% 0.00% 0.070714 0.070714 0.026519 0.026519 0.526814 0.526814 0.051858 0.051858 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% -0.087695 -1.723205 0.042235 -1.043260 0.565073 0.404206 0.849230 1.751553 0.7105 0.7084 0.4000 2.060843 1.715386
2459563 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459562 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459561 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459560 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.349762 -1.629494 0.017327 -0.634007 1.245925 1.272975 0.598885 0.909116 0.7048 0.7060 0.3881 1.840637 1.564704
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 13.98% 0.00% -1.059134 -0.909306 -0.366455 -0.818358 1.178325 1.856699 0.856067 1.123888 0.7058 0.7067 0.3965 1.623414 1.495065
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0303 0.0335 0.0027 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.564847 -1.014742 -0.624294 -0.923696 1.774713 1.745376 2.313020 3.707975 0.7087 0.7095 0.3934 1.750346 1.568910
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6989 0.6966 0.4152 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7080 0.6993 0.3979 nan nan
2459552 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.297297 -0.387008 -0.156798 0.134508 0.507573 -1.265238 0.004242 0.726133 0.7168 0.7092 0.3973 -0.000000 -0.000000
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.302385 -1.279472 0.224709 -0.663041 1.503674 1.172374 0.645628 1.694238 0.7079 0.7040 0.3937 1.948373 1.615899
2459550 digital_ok - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0397 0.0391 0.0007 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.910070 -0.017049 0.071886 -0.747312 0.981201 1.267033 0.487662 1.518089 0.7083 0.7042 0.4055 1.900296 1.667633
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% -0.960792 -0.311230 -0.340144 -0.543239 0.866935 -0.185313 0.776658 0.201392 0.7657 0.7543 0.3595 1.758334 1.483827
2459541 digital_ok 0.00% 1.34% 1.79% 0.00% 21.88% 0.00% -0.883720 -0.194041 -1.004154 -0.320829 -0.671876 -1.283152 -0.368048 -0.833545 0.7605 0.7419 0.3353 1.570877 1.388406
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% -0.562708 -0.256915 0.036772 -0.233157 0.440249 -0.102427 0.289111 0.407043 0.7578 0.7398 0.3660 1.463668 1.357422
2459536 digital_ok 0.00% 0.00% 0.00% 0.00% 5.93% 0.00% -1.450916 0.687362 -0.876286 0.503642 0.036189 -0.662665 0.268454 0.220666 0.7363 0.7337 0.4202 2.170082 1.809380
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% -0.357002 -0.630422 0.220187 -0.225737 0.154436 -0.633421 0.463414 1.174656 0.7874 0.7578 0.3753 1.920678 1.607204
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% -0.322086 -0.660200 0.362631 -0.146345 0.344921 -0.219378 0.531291 0.345611 0.7793 0.7576 0.3617 1.885504 1.682963
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.00% -0.708332 0.761006 -0.266884 -0.837240 1.845228 1.743288 0.671770 1.373727 0.7232 0.7152 0.4099 1.844593 1.618779
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 0.56% -1.008116 0.323956 -0.326554 -0.876218 0.279876 0.734038 0.006337 1.204993 0.7235 0.7112 0.4131 1.872121 1.603526
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 4.73% 0.00% -0.263300 -0.704534 0.090230 -0.348058 1.103486 0.872272 0.582912 0.636088 0.7422 0.7292 0.4076 1.974674 1.696799
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.002100 -0.602083 0.566538 -0.994409 -0.688191 -0.284907 0.918943 -0.346252 0.9017 0.9270 0.3213 0.000000 0.000000
2459523 digital_ok 0.00% - - - 22.45% 0.00% -0.628372 -0.187539 0.636012 -0.847781 -0.721315 1.058000 0.533621 2.057078 nan nan nan 2.589572 2.100487
2459522 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.334031 -1.129514 -0.187619 -0.675720 -0.542335 0.676451 1.703484 2.273053 0.7047 0.6435 0.3836 1.630976 1.561104
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.312367 0.095437 -0.591837 -0.804123 -0.384774 2.298526 0.638211 -0.401929 0.0332 0.0337 0.0041 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% -0.358714 -1.177575 0.770172 -0.539753 0.230683 0.089768 0.723656 -0.663210 0.9038 0.9302 0.2061 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.777380 -1.256010 -0.172055 -0.890635 -0.432823 0.821540 0.879163 -0.006045 0.8956 0.8592 0.1984 7.724116 4.063224
2459503 digital_ok 0.00% 0.00% 0.00% 0.00% 89.47% 0.00% -0.335852 -0.956808 -0.675565 -0.673416 -1.061006 0.246916 0.319321 -0.470235 0.8497 0.8415 0.4802 0.000000 0.000000
2459501 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.381446 -0.922149 -0.512360 -0.988559 1.005431 1.413572 0.541489 0.469454 0.0865 0.0867 0.0073 0.000000 0.000000
2459500 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.225190 -1.436176 -0.099036 -1.012122 -0.157540 -0.908227 0.150355 0.753357 0.0989 0.0876 0.0068 0.000000 0.000000
2459499 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.660950 -1.509117 11.492914 -0.939647 22.814059 -0.937558 16.039462 1.609952 0.1447 0.0823 0.0396 0.000000 0.000000
2459498 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.361094 -0.676722 -0.603426 -1.068812 -0.771964 -1.123088 0.617034 0.049164 0.0958 0.0895 0.0079 0.000000 0.000000
2459497 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.223059 -1.092981 -1.021979 -0.781680 -1.262322 -1.439058 0.531539 1.110684 0.1023 0.1067 0.0113 0.000000 0.000000
2459496 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.077059 -1.602671 -0.393756 -1.022663 -1.336975 -1.274346 0.398216 -0.005189 0.1049 0.1154 0.0107 0.000000 0.000000
2459495 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.024960 -1.037887 -0.304318 -0.940016 -0.908605 -1.014325 0.031707 -0.370004 0.1224 0.1120 0.0094 0.000000 0.000000
2459494 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.488663 -1.497571 0.018698 -0.901736 -0.668290 -1.162008 0.643670 0.369629 0.1135 0.0983 0.0093 0.000000 0.000000
2459492 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.669991 -0.664344 -0.878270 0.305977 -0.039987 1.930740 1.394506 10.864976 0.7573 0.8052 0.3336 12.046153 9.025901
2459491 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% -1.646605 -1.336756 -0.287302 0.528226 0.180282 -0.046183 0.371002 0.317460 0.8032 0.8224 0.2664 0.918125 0.807441
2459490 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% -2.227896 -0.698047 -0.443935 0.986280 -0.679921 0.018011 0.551864 -0.775766 0.7480 0.8035 0.3729 2.053209 1.741340
2459489 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% -1.958307 -1.056720 -0.584500 0.289228 0.350286 -0.051154 0.375543 -0.805249 0.7706 0.8144 0.3125 1.925486 1.659465
2459488 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.174118 -1.266520 0.411151 0.180559 -0.469734 -0.034017 7.999430 3.318015 0.7688 0.8155 0.3543 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 16: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.898822 -0.444734 -1.038885 0.246285 -0.828741 -0.915695 0.099334 -0.000960 2.898822

Antenna 16: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 6.013157 -0.815729 -0.179000 -0.931845 0.811999 0.064777 -0.297867 6.013157 2.217397

Antenna 16: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 3.278842 -0.572204 -1.589436 -0.373159 -1.050376 0.322737 -0.512723 3.278842 0.646624

Antenna 16: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 16: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.162083 -0.308427 -1.068520 0.673812 -0.834697 0.611020 -1.094069 0.034582 2.162083

Antenna 16: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 14.419254 1.634912 1.069962 0.080956 -0.539436 9.759171 8.444480 14.419254 12.688810

Antenna 16: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 1.925599 -0.109114 -1.235285 0.392110 -0.330995 -0.400982 0.090189 -0.661159 1.925599

Antenna 16: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 11.149532 -1.090102 0.239963 -0.792848 0.899847 0.286356 -0.003305 11.149532 3.076704

Antenna 16: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.071726 -0.806653 -1.573615 -0.509783 -0.839993 -0.145792 -0.364109 2.071726 1.013808

Antenna 16: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 3.180128 -0.973854 -1.219100 -0.597699 -1.083542 -0.628613 -0.745436 3.180128 1.058322

Antenna 16: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.013235 -0.910069 -0.691044 -0.766713 -0.596620 -1.053285 -0.560685 0.768000 2.013235

Antenna 16: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.412731 -0.568916 -1.534453 -0.258012 -1.122685 0.077740 -0.567219 2.412731 0.420736

Antenna 16: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 0.802808 -0.839032 -1.269894 -0.454243 -0.935306 -0.436995 -1.104160 0.802808 -0.533637

Antenna 16: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.177933 -1.808095 -0.816206 -1.068802 -0.542302 -0.309868 -0.484262 -0.128188 2.177933

Antenna 16: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Variability 8.263798 -0.669900 -0.561410 -0.756360 1.008198 8.263798 0.047904 7.676023 0.397970

Antenna 16: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.753373 -1.030444 -0.206069 -0.712897 0.762449 -1.354882 0.174721 2.753373 1.397209

Antenna 16: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 3.876368 -0.872285 -1.679232 -0.437624 -1.197838 -0.540566 -1.323708 3.876368 -0.235995

Antenna 16: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 1.574729 -0.820710 -1.057030 -0.566878 -0.518100 0.979299 -0.623735 1.574729 -0.203827

Antenna 16: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Variability 0.751005 -0.338869 0.679603 -0.604355 -0.006508 0.751005 -0.401485 -0.541866 -0.927473

Antenna 16: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 16: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 16: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 16: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 16: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 16: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 16: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.785373 -0.650118 0.072285 -1.041364 -0.500560 0.070266 0.023362 2.785373 -0.452263

Antenna 16: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 5.601583 -0.617548 -0.183029 -1.023214 0.687407 1.335858 0.460502 5.601583 3.693056

Antenna 16: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 1.502012 -1.164869 -1.152688 -0.819742 -0.861268 -0.851363 -0.547621 -0.308636 1.502012

Antenna 16: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Variability 2.139843 0.118608 -0.760724 -0.008259 -0.500722 2.139843 0.234604 -0.469266 1.170567

Antenna 16: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Variability 0.842479 0.517499 -0.494566 0.110214 -0.608638 0.842479 0.453351 -0.906073 0.828809

Antenna 16: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Shape 0.796533 0.796533 -0.373171 0.044345 -0.451610 0.462226 0.140268 -1.034152 0.364985

Antenna 16: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 3.185183 -0.572579 -1.113497 0.446979 -1.102519 0.045477 1.377671 1.070682 3.185183

Antenna 16: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Variability 0.735881 -0.576804 0.535106 -0.569386 0.120632 0.489957 0.735881 0.460603 -0.837037

Antenna 16: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties -0.020685 -0.162841 -1.076179 -0.419090 -1.085224 -0.586729 -1.038692 -0.020685 -0.058415

Antenna 16: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Variability 0.271916 0.052198 -0.769970 -0.161028 -0.782079 0.271916 -0.078769 -0.503262 -0.075771

Antenna 16: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Variability 2.156810 0.132488 -0.719333 -0.200775 -0.822742 2.156810 1.038161 -0.568010 0.058463

Antenna 16: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Variability 0.469981 -0.077542 -0.909855 -0.353959 -0.843362 0.469981 0.009191 -0.674371 -0.317219

Antenna 16: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Power 0.757947 -0.947727 -0.773662 -1.173828 0.757947 -0.495395 -0.016101 0.601790 -0.401867

Antenna 16: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Shape 0.022052 -0.714838 0.022052 -0.752702 -0.232561 -1.041199 -0.898954 -0.673359 0.013740

Antenna 16: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Shape -0.004499 -0.004499 -0.761679 -0.244658 -0.644060 -1.615003 -1.265210 -0.528327 -0.247003

Antenna 16: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 0.511601 -1.025439 0.066800 -0.648410 -0.586258 -0.671933 -0.751873 0.511601 -0.363751

Antenna 16: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 1.861987 -1.013369 0.099639 -0.666120 -0.669583 -1.181421 -0.481552 1.861987 -0.504615

Antenna 16: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 1.487377 -0.962126 -0.020673 -0.754907 -0.286588 -0.848189 -0.569389 1.487377 -0.475822

Antenna 16: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.562736 -0.411586 -0.612877 0.015345 0.530007 0.448446 -0.078163 2.562736 0.164180

Antenna 16: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 1.920260 0.146096 -1.088865 -0.222031 -0.670761 0.167104 -0.702452 -0.284699 1.920260

Antenna 16: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 3.318247 -0.945664 -0.413517 0.657936 0.753828 -0.183683 0.764985 3.025643 3.318247

Antenna 16: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Shape 0.386912 0.386912 -0.446558 -0.370848 -0.854278 0.222860 -0.678722 -0.802593 -0.122484

Antenna 16: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 0.629203 0.533898 -0.285509 -0.043319 -0.809725 -0.130123 -0.894390 -0.676575 0.629203

Antenna 16: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 9.650024 -0.853381 -0.625184 -0.983862 0.261598 -0.366704 -0.190300 9.650024 3.430485

Antenna 16: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Shape 0.838734 0.838734 0.674584 -1.380600 -1.007343 -1.530178 -1.517404 -0.542161 -0.044490

Antenna 16: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Variability 0.634485 0.498033 -0.054041 0.018526 -0.540552 0.634485 0.240031 -0.752650 -0.358810

Antenna 16: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 0.408811 0.244615 -0.476725 -0.709908 -0.982273 -0.475988 -0.943066 -0.280476 0.408811

Antenna 16: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 1.561843 0.340451 0.106958 -0.520510 -0.927286 0.008971 0.299830 -1.047971 1.561843

Antenna 16: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 1.823864 -1.460448 -0.455374 -1.138075 -0.079720 -0.687046 -0.294847 1.823864 0.796649

Antenna 16: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 4.276379 -0.362687 -1.225224 -0.674571 -0.582174 -0.549146 -0.575523 4.276379 2.692181

Antenna 16: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 5765.273928 1602.453849 1602.453849 1481.672567 1481.672567 1212.596343 1212.596343 5765.273928 5765.273928

Antenna 16: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok nn Temporal Discontinuties 355.703699 95.601442 95.601442 85.275704 85.275704 89.275155 89.275155 355.703699 355.703699

Antenna 16: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 262.814051 76.903060 76.903060 74.844685 74.844685 79.048712 79.048712 262.814051 262.814051

Antenna 16: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 N01 digital_ok ee Temporal Discontinuties 2.738806 -0.447172 -0.820032 0.232664 -0.936606 -0.465403 -1.097089 -0.093916 2.738806

Antenna 16: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok nn Temporal Discontinuties 0.311108 -1.197940 -0.918505 -1.071880 0.234841 0.223450 -0.432474 -1.238787 0.311108

Antenna 16: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Variability 0.049078 -0.760688 -1.197060 -0.206661 -0.790113 0.049078 -0.457479 -0.315883 -0.856456

Antenna 16: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 3.185495 -1.021354 0.008499 -1.174567 -0.540842 -0.760586 0.124656 3.185495 2.649841

Antenna 16: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok nn Temporal Discontinuties 2.445443 -0.696634 -0.004311 -0.663970 -0.254590 0.070075 -0.511419 1.806247 2.445443

Antenna 16: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok nn Temporal Discontinuties 6.856269 -0.400902 0.374043 0.217445 -0.577456 0.442340 -0.179176 4.451097 6.856269

Antenna 16: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 16: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 16: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 1.260062 -0.714783 -1.004767 -0.165258 -0.739193 -1.070038 -0.299134 0.443541 1.260062

Antenna 16: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok nn Temporal Discontinuties 2.771204 0.214781 -0.957123 -0.034823 -0.834866 -0.951038 -1.092653 2.771204 1.327286

Antenna 16: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok nn Temporal Discontinuties 0.548797 -0.917163 0.174345 -0.935421 0.085413 -1.020792 -0.382673 0.169505 0.548797

Antenna 16: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 3.303329 -0.856087 -0.672194 -0.138608 -0.817442 -1.481124 -1.240770 2.374863 3.303329

Antenna 16: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 2.092721 -0.977797 -1.034418 -1.004566 0.120515 -0.329532 -1.019775 2.092721 0.745715

Antenna 16: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 1.823684 -1.063223 -1.146681 0.309946 -0.863434 -1.519709 -0.993864 -0.271898 1.823684

Antenna 16: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 3.060196 -0.604065 -0.826745 -0.805789 0.324770 -0.500856 -0.254410 3.060196 2.519149

Antenna 16: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 1.215598 -0.720107 -0.487504 -0.169594 -0.925736 -0.699901 -0.972266 0.728223 1.215598

Antenna 16: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok nn Temporal Discontinuties 5.078822 -0.034211 -0.437056 0.344463 -0.467255 -0.614117 -0.743205 5.078822 3.501261

Antenna 16: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 16: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 16: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 1.923148 -0.847208 -0.749819 -0.895708 -0.262584 -0.703284 -0.766978 1.923148 -0.085856

Antenna 16: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 16: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok nn Temporal Discontinuties 0.165458 -1.328163 -0.924849 -1.029906 -0.297835 -0.846123 -0.725174 -0.499286 0.165458

Antenna 16: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 3.060604 -0.758062 -0.235755 0.284990 -0.683875 -1.114774 0.330913 2.100973 3.060604

Antenna 16: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok nn Temporal Discontinuties 0.120427 -0.459935 -0.018838 -0.563164 -0.868577 -0.815276 -0.521680 -0.034673 0.120427

Antenna 16: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 0.181547 -0.616412 -0.561657 0.042379 -1.133546 -0.701354 -0.423108 0.121661 0.181547

Antenna 16: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 0.741748 -0.184715 -0.682472 -0.757391 -0.479799 0.085739 -0.907555 0.741748 0.562662

Antenna 16: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 1.637258 -0.445452 -0.294118 -0.150123 -1.102802 -0.697732 -0.730397 1.538634 1.637258

Antenna 16: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 16: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 1.887436 -0.692021 -0.520673 -0.008643 -1.068726 -0.758530 -0.148666 0.884081 1.887436

Antenna 16: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 2.220900 -0.626803 -0.566179 0.027304 -1.007327 -0.686000 -0.787966 1.797730 2.220900

Antenna 16: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok nn Temporal Variability 1.667114 -0.358299 0.281642 0.051372 -0.566801 -0.086172 1.667114 0.348698 -0.433337

Antenna 16: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 3.340981 -0.573852 -1.111799 0.771421 0.050430 -0.277317 -0.360099 0.686176 3.340981

Antenna 16: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 2.432219 -0.520232 -0.908551 -0.845643 0.097040 -0.835528 -0.792424 2.432219 -0.407030

Antenna 16: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok nn Shape 0.602008 0.017098 0.602008 -0.818217 0.263466 0.016823 0.074482 -0.378445 -0.231248

Antenna 16: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 0.032000 -0.832176 -0.669026 -0.108095 -0.879415 -0.443235 -0.222965 -0.706118 0.032000

Antenna 16: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 1.941964 -0.481731 -0.566639 -0.866692 -0.250648 -0.302306 -0.535682 1.941964 1.501007

Antenna 16: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 16: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Variability 31035.115584 0.222948 0.222948 1034.745343 1034.745343 31035.115584 31035.115584 7.399630 7.399630

Antenna 16: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 2.106926 -0.639402 -0.840981 -0.756705 -0.022286 -0.675068 -0.877985 2.106926 0.993955

Antenna 16: 2459645

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 0.259298 -0.736696 -1.023467 -1.122141 -0.262972 -0.612681 -1.438353 0.259298 -1.280062

Antenna 16: 2459642

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Discontinuties 2.207107 -1.020732 -1.228335 -0.674127 -0.017013 0.007894 -0.345627 2.207107 0.610770

Antenna 16: 2459640

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
16 1 digital_ok ee Temporal Variability 1.263211 -0.653885 -0.683125 -0.917815 0.070699 1.263211 -0.091585 1.240884 -0.073658